Python for Data Science and Machine Learning Bootcam

Python for Data Science and Machine Learning Bootcamp is an intensive, career-oriented programme designed to equip learners with the skills required to analyse data and build machine learning models using Python. This course guides learners from Python fundamentals into practical data science and machine learning applications used in real-world business and research environments.

The course covers data analysis with Python, including NumPy, pandas, and data visualisation libraries, followed by machine learning concepts using scikit-learn. Learners will explore data cleaning, exploratory data analysis, feature engineering, supervised and unsupervised learning, and model evaluation techniques. Hands-on projects and case studies ensure learners gain practical experience working with real datasets.

Enrol in this course to develop in-demand data science and machine learning skills, build a strong project portfolio, and confidently pursue advanced roles in data-driven and AI-focused industries.

What You Will Learn

• Use Python effectively for data analysis and data science workflows
• Work with NumPy and pandas to clean and manipulate datasets
• Visualise data using Matplotlib and Seaborn for insights
• Perform exploratory data analysis and feature engineering
• Build machine learning models using scikit-learn
• Understand supervised and unsupervised learning techniques
• Evaluate and optimise machine learning model performance
• Develop real-world data science and machine learning projects

Who Should Take This Course

• Python programmers moving into data science and machine learning
• Aspiring data analysts and data scientists
• Professionals working with data and analytics
• Engineers and researchers using data-driven models
• Career changers entering AI and data science fields
• Students pursuing data science or machine learning careers
• Software developers expanding into AI technologies
• Anyone interested in data-driven decision-making and AI

Career Path

• Data Analyst (£28,000 – £50,000)
• Data Scientist (£35,000 – £70,000)
• Machine Learning Engineer (£40,000 – £80,000)
• AI Analyst (£38,000 – £75,000)
• Data Science Consultant (£45,000 – £85,000+)

Course Format

• Short, easy-to-follow video lessons
• Step-by-step tutorials
• Quizzes and practical exercises
• Downloadable resources: templates, worksheets, and cheat sheets
• Project-based learning for hands-on experience

Certificate

After successfully completing the final assessment, you will receive a CPD-accredited Certificate of Achievement. The PDF certificate is completely FREE and will be sent to you immediately via email. If you prefer a printed hard copy, you can order one for £15.99, which will be delivered to your doorstep by post.